humanize

Analyze academic text for AI-generated patterns and generate severity reports.

Updated Jun 27, 2026
One-click install
npx skills add https://github.com/fredmilhome/laffer_tobacco --skill humanize-fredmilhome
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanize
Source: https://github.com/fredmilhome/laffer_tobacco/tree/main/.claude/skills/humanize
Command: npx skills add https://github.com/fredmilhome/laffer_tobacco --skill humanize-fredmilhome

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires python, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill audits academic text for telltale signs of AI-generated voice and suggests improvements to enhance the human author's unique style.

Core Features & Use Cases

  • AI Voice Detection: Identifies AI-generated patterns in academic prose.
  • Report Generation: Provides a structured report highlighting AI-generated elements.
  • Custom Severity Levels: Allows users to filter results based on severity levels (low, medium, high).
  • Use Case: Before submitting a journal paper or preprint, use this Skill to ensure the text is free from AI-generated voice and maintains the author's unique style.

Quick Start

Run the 'humanize' skill on your paper with the command: humanize paper.md --severity high

Frequently Asked Questions about humanize

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I detect AI-generated voice in academic text before journal submission?

To detect AI-generated voice in academic text, you can audit your prose for common AI patterns. This Skill analyzes your document and generates a structured report highlighting AI-generated elements with severity levels to help you revise.

Can I filter AI voice detection results by severity level?

Yes, you can filter AI voice detection results by severity level. You can execute the audit using a command like `humanize paper.md --severity high` to focus on the most critical AI-generated patterns in your academic text.

Does academic text AI voice detection require Python?

Yes, academic text AI voice detection requires Python. The Skill depends on a Python environment for processing your academic prose and generating the structured report with severity levels.

What is the best way to improve academic prose that sounds AI-generated?

The best way to improve academic prose that sounds AI-generated is to audit the text for AI patterns and apply suggested improvements. This Skill identifies telltale signs of AI voice and provides recommendations to enhance your unique human style.

What file formats work with academic AI voice detection scripts?

Academic AI voice detection scripts work with markdown files for text processing. Based on the quick start command, you provide a markdown document like `paper.md` to analyze the text and generate the audit report.

When should I audit a preprint for AI-generated patterns?

You should audit a preprint for AI-generated patterns before submission. Running an AI voice detection audit ensures your academic text is free from AI voice and maintains your unique human author style prior to publishing.